Francisco M. Caldas

11 papers B 1Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Decomposable Forward Process in Diffusion Models for Time-Series Forecasting. CoRR Francisco M. Caldas, Sahil Kumar, Cláudia Soares
2025	J	`jnl`	Advancing Solutions for the Three-Body Problem Through Physics-Informed Neural Networks. CoRR Manuel Santos Pereira, Luís Tripa, Nelson Lima, Francisco M. Caldas, Cláudia Soares
2025	J	`jnl`	Analyzing Data Quality and Decay in Mega-Constellations: A Physics-Informed Machine Learning Approach. CoRR Katarina Dyreby, Francisco M. Caldas, Cláudia Soares
2025	J	`jnl`	OrbitZoo: Multi-Agent Reinforcement Learning Environment for Orbital Dynamics. CoRR Alexandre Oliveira, Katarina Dyreby, Francisco M. Caldas, Cláudia Soares
2024	B	`conf`	Precise and Efficient Orbit Prediction in LEO with Machine Learning using Exogenous Variables. CEC Francisco M. Caldas, Cláudia Soares
2024	J	`jnl`	Precise and Efficient Orbit Prediction in LEO with Machine Learning using Exogenous Variables. CoRR Francisco M. Caldas, Cláudia Soares
2023	J	`jnl`	Conjunction Data Messages for Space Collision Behave as a Poisson Process. CoRR Francisco M. Caldas, Cláudia Soares, Cláudia Nunes, Marta Guimarães
2022	—	`conf`	A Temporal Fusion Transformer for Long-Term Explainable Prediction of Emergency Department Overcrowding. PKDD/ECML Workshops (1) Francisco M. Caldas, Cláudia Soares
2022	J	`jnl`	A Temporal Fusion Transformer for Long-term Explainable Prediction of Emergency Department Overcrowding. CoRR Francisco M. Caldas, Cláudia Soares
2022	J	`jnl`	Machine Learning in Orbit Estimation: a Survey. CoRR Francisco M. Caldas, Cláudia Soares
2021	J	`jnl`	Conjunction Data Messages behave as a Poisson Process. CoRR Francisco M. Caldas, Cláudia Soares, Cláudia Nunes, Marta Guimarães, Mariana Filipe, Rodrigo Ventura